Evidence map›Paper›PMID 41751996›Full record

ReviewInternational journal of molecular sciences2026

Pathogenic Drivers of Difficult-to-Treat Rheumatoid Arthritis: Synovium and Beyond.

András Miklós Dorgó, Lilla Gunkl-Tóth, György Nagy

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

András Miklós DorgóDepartment of Rheumatology and Immunology, Semmelweis University, 1023 Budapest, Hungary.ORCID 0009-0004-3525-7874
Lilla Gunkl-TóthDepartment of Rheumatology and Immunology, Semmelweis University, 1023 Budapest, Hungary.ORCID 0000-0001-5878-5232
György NagyDepartment of Rheumatology and Immunology, Semmelweis University, 1023 Budapest, Hungary.

Funding

National Research, Development and Innovation Office 2020-2.1.1-ED-2022-00198National Research, Development and Innovation Office K 131479National Research, Development and Innovation Office TKP2021-EGA-29Richter Talentum Foundation N/A
6 · The paper itself

Abstract

Difficult-to-treat (D2T) rheumatoid arthritis (RA) remains a major clinical challenge, affecting a significant proportion of patients who experience persistent symptoms despite multiple therapeutic regimens. This narrative review provides a comprehensive overview of potential molecular and cellular mechanisms that may underlie the D2T RA phenotype. We synthesize evidence across a broad biological landscape-the role of genetic and epigenetic factors, autoantibodies, and diverse immune cell subsets is detailed in the context of therapeutic resistance. Furthermore, we examine the potential role of synovial signatures and stromal cell-mediated pathways, which may drive chronicity independently of traditional immune targets. The review highlights the complex interplay of peripheral and central determinants that contribute to patient-reported outcomes such as pain. We also discuss comorbid conditions, environmental factors such as smoking and nutrition, and treatment-related factors relevant to the D2T population. By integrating these aspects, this work aims to facilitate better stratification and the identification of novel therapeutic targets for refractory disease.

Indexed as

Arthritis, RheumatoidSynovial MembraneAnimalsAutoantibodiesEpigenesis, GeneticHumansAutoantibodiesb/tsDMARDscomorbidityD2Tdifficult-to-treatinefficacypainpathogenesisrheumatoid arthritistreatment failure

Identifiers

PMID41751996
PMCPMC12940380

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.